Table 10.
Classification results for SVM with varying intensity of the simulated noise
| | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| a | b=2 | b=4 | b=6 | |||||||||
| 0.1 |
79.0 |
0.936 |
0.920 |
350 |
254.6 |
0.940 |
0.915 |
352 |
147.4 |
0.936 |
0.916 |
349 |
| 0.2 |
143.0 |
0.929 |
0.914 |
347 |
168.5 |
0.929 |
0.904 |
349 |
33.9 |
0.922 |
0.888 |
339 |
| 0.3 |
84.1 |
0.923 |
0.910 |
348 |
50.9 |
0.915 |
0.891 |
341 |
72.3 |
0.902 |
0.875 |
337 |
| 0.4 |
124.5 |
0.919 |
0.899 |
348 |
51.3 |
0.903 |
0.869 |
341 |
52.0 |
0.888 |
0.848 |
330 |
| 0.5 |
65.1 |
0.909 |
0.895 |
347 |
86.7 |
0.882 |
0.859 |
333 |
79.4 |
0.872 |
0.828 |
328 |
| 0.6 |
96.7 |
0.903 |
0.887 |
343 |
67.3 |
0.879 |
0.844 |
330 |
71.6 |
0.865 |
0.809 |
323 |
| 0.7 |
119.3 |
0.888 |
0.880 |
339 |
27.2 |
0.868 |
0.832 |
329 |
36.6 |
0.856 |
0.796 |
313 |
| 0.8 |
201.8 |
0.893 |
0.863 |
334 |
24.9 |
0.851 |
0.829 |
320 |
27.1 |
0.848 |
0.785 |
310 |
| 0.9 |
278.2 |
0.888 |
0.857 |
335 |
16.7 |
0.841 |
0.816 |
308 |
71.0 |
0.850 |
0.777 |
315 |
| 1.0 | 211.7 | 0.879 | 0.859 | 324 | 58.2 | 0.835 | 0.806 | 311 | 20.3 | 0.837 | 0.776 | 317 |